Researcher in Natural Language Processing for Investment Products
il y a 3 semaines
Stewardship and Governance Associates SGA sa is the private company of Didier Cossin, investor and thought leader in governance. It is an innovator on governance advisory and investment selection, dedicated to creating cutting-edge investment products that are long term oriented and value adding through true stewardship. We are seeking a motivated and highly skilled researcher with a strong background in finance, mathematics, or a related field, combined with expertise in Natural Language Processing (NLP). The successful candidate will conduct innovative research to enhance governance frameworks by applying advanced NLP techniques to analyze and interpret complex documents, regulatory texts, and governance or financial-related datasets.
Responsibilities:
- Conduct original research at the intersection of NLP, finance, and governance.
- Develop and implement NLP models to analyze financial and governance-related documents.
- Collaborate with cross-functional teams to identify key governance challenges in investment products and propose data-driven solutions.
- Produce analysis of results and well researched documentation.
- Provide insights and recommendations for improving practices in investment product design.
- Stay updated on advancements in NLP, AI, governance and investments.
Qualifications:
- A doctorate (Ph.D.) in Finance, Mathematics, Computer Science, or a closely related field.
- Strong expertise in Natural Language Processing and its applications.
- Experience with NLP tools and frameworks (e.g., Hugging Face, SpaCy, GPT, BERT).
- Proficiency in programming languages such as Python or R.
- Solid understanding of financial markets, investment products, and governance frameworks.
- Proven ability to conduct independent research, including publishing in peer-reviewed journals.
- Strong analytical, problem-solving, and communication skills.
- Ability to work alone productively and engage collaboratively in an interdisciplinary environment on a weekly basis.
Preferred Qualifications:
- Bilingual French English.
- Experience with machine learning and deep learning techniques.
- Knowledge of large language models and their implications in the financial sector.
- Background in statistical modeling and data analysis.
- Familiarity with financial investments practices.
What We Offer:
- Competitive salary and overall compensation package.
- Opportunities for professional development and career growth.
- A collaborative and innovative research environment across multiple teams.
- Access to cutting-edge technologies and resources.
- Flexibility with remote work options.
How to Apply:
Interested candidates should submit their CV, examples of related research (ideally 2 or 3 articles), a cover letter detailing their research experience and interest in this position, and at least two references. Applications should be sent to Cossin@imd.org by December 31, 2024.
Equal Opportunity Employer:
SGA is an equal opportunity employer and values diversity. We are committed to creating an inclusive environment for all employees.
- Join us in shaping the future of governance in investment products through the power of Natural Language Processing
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